{"id":"W3128767820","doi":"10.1111/medu.14462","title":"Admissions experiences of aspiring physicians from low‐income backgrounds","year":2021,"lang":"en","type":"article","venue":"Medical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medical education; Identity (music); Qualitative research; Psychology; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271371,0.0002682917,0.0004804115,0.0009562538,0.01225185,0.003894181,0.0009271424,0.001013101,0.004482149],"category_scores_gemma":[0.006273831,0.0003052663,0.0003471865,0.001532303,0.003775137,0.0009351768,0.005412093,0.002141714,0.0003452985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009924688,"about_ca_system_score_gemma":0.02443615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3829992,"about_ca_topic_score_gemma":0.6179999,"domain_scores_codex":[0.9966905,0.0006143163,0.0001491866,0.0001283239,0.0008545742,0.001563135],"domain_scores_gemma":[0.9920024,0.001202161,0.001109983,0.00009298393,0.00100775,0.004584719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001424597,0.0002686502,0.2947987,0.0002230281,0.00002541733,0.003403676,0.672755,0.00006109074,0.001436902,0.0005957814,0.004337183,0.02195217],"study_design_scores_gemma":[0.00001036118,0.0001520124,0.121733,0.0001531287,0.00001247569,0.0007849316,0.8688834,0.00004460496,0.000167088,0.00008304267,0.007949625,0.00002640348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964385,0.0002688688,0.00002230614,0.001142274,0.000021426,0.00002581735,0.00003417145,0.000004143045,0.002042614],"genre_scores_gemma":[0.997761,0.000371534,0.00005858377,0.0007098785,0.00001543782,0.00001694417,0.00004196775,0.000002280373,0.001022266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829992,"threshold_uncertainty_score":0.7615398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832212765652249,"score_gpt":0.3637015329898071,"score_spread":0.3453794053332846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}